The outline is as follows: in Section , we discuss relevant previous work. Section  describes the self-supervised contrastive method based on SimCLRv2 [1]} used in this work. Section  explores the application of learned similarity functions in conjunction with MMD to verify whether two independent sets of samples are drawn from the same distribution. Section  presents CADet and evaluates its empirical performance. Finally, we discuss results and limitations in Section .
